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Poster
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Wed 9:00
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Decision-Focused Learning without Decision-Making: Learning Locally Optimized Decision Losses
Sanket Shah · Kai Wang · Bryan Wilder · Andrew Perrault · Milind Tambe
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Poster
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Tue 14:00
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End-to-end Stochastic Optimization with Energy-based Model
Lingkai Kong · Jiaming Cui · Yuchen Zhuang · Rui Feng · B. Aditya Prakash · Chao Zhang
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Poster
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Thu 9:00
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Parametrically Retargetable Decision-Makers Tend To Seek Power
Alex Turner · Prasad Tadepalli
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Affinity Workshop
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Augmenting Driver Decision-Making Using Meta-Inverse Reinforcement Learning
Mayuree Binjolkar · Yana Sosnovskaya
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Poster
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Wed 9:00
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Max-Min Off-Policy Actor-Critic Method Focusing on Worst-Case Robustness to Model Misspecification
Takumi Tanabe · Rei Sato · Kazuto Fukuchi · Jun Sakuma · Youhei Akimoto
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Poster
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Optimizing Data Collection for Machine Learning
Rafid Mahmood · James Lucas · Jose M. Alvarez · Sanja Fidler · Marc Law
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Poster
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Tue 14:00
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Data-Driven Offline Decision-Making via Invariant Representation Learning
Han Qi · Yi Su · Aviral Kumar · Sergey Levine
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Poster
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Thu 9:00
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Dynamic Inverse Reinforcement Learning for Characterizing Animal Behavior
Zoe Ashwood · Aditi Jha · Jonathan Pillow
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Workshop
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Case Study: Applying Decision Focused Learning in the Real World
Shresth Verma · Aditya Mate · Kai Wang · Aparna Taneja · Milind Tambe
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Workshop
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Digital Human Interactive Recommendation Decision-Making Based on Reinforcement Learning
Junwu Xiong
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Poster
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Tue 9:00
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On the Complexity of Adversarial Decision Making
Dylan J Foster · Alexander Rakhlin · Ayush Sekhari · Karthik Sridharan
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Workshop
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Human-Centered Algorithmic Decision-Making in Higher Education
Kelly McConvey · Anastasia Kuzminykh · Shion Guha
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